Classification Categories

The American Walkability Atlas classifies neighborhoods into five categories based on their Employment and Household Mix scores. This variable measures the balance between employment opportunities and residential households within a neighborhood. Rather than evaluating employment diversity or housing density independently, Employment and Household Mix examines how closely jobs and housing are located together. Within the EPA’s National Walkability Index, neighborhoods where employment and housing are more evenly balanced generally provide greater opportunities for walking because residents can reach workplaces, businesses, services, and other destinations without traveling long distances.

Planning research has consistently shown that balancing employment and housing supports shorter trips, increases transportation choice, and encourages walking by reducing the separation between where people live and where they work (Cervero & Kockelman, 1997; Frank et al., 2005; Ewing & Cervero, 2010).

• Very Low Employment and Household Mix: Neighborhoods dominated almost entirely by either residential development or employment uses. These areas often include large industrial districts, airports, parks, institutional campuses, or exclusively residential subdivisions where few opportunities exist for people to both live and work within the same neighborhood.
• Low Employment and Household Mix: Neighborhoods where one land use remains predominant but some complementary residential or employment uses are present. Residents typically depend on traveling outside the neighborhood for either employment or daily services.
• Moderate Employment and Household Mix: Neighborhoods exhibiting a reasonable balance between residential and employment uses. Although one use may still be slightly more prevalent, both housing and employment contribute meaningfully to neighborhood activity throughout the day.
• High Employment and Household Mix: Neighborhoods where housing and employment opportunities are well balanced. These areas typically support walking because residents have convenient access to jobs, businesses, restaurants, schools, healthcare facilities, and neighborhood services.
• Very High Employment and Household Mix: Neighborhoods exhibiting an exceptional balance between employment and residential uses within a compact area. These neighborhoods often include mixed-use downtowns, transit-oriented developments, university districts, historic commercial neighborhoods, and urban centers that remain active throughout both daytime and evening hours.

Planning Implications

Employment and Household Mix is one of the most important indicators of neighborhood accessibility because it measures whether people can live near the places where they work and conduct daily activities. Communities that successfully integrate housing with employment opportunities generally produce shorter trips, reduce automobile dependence, support transit ridership, and encourage walking.

The planning literature has consistently identified jobs-housing balance as a key component of sustainable urban development. Cervero and Kockelman (1997) demonstrated that land-use diversity influences travel behavior, while Frank et al. (2005) found that neighborhoods containing balanced land-use patterns promote greater physical activity and lower automobile use. Likewise, Ewing and Cervero (2010) concluded that mixed land-use environments contribute significantly to increased walking and reduced vehicle travel.

Neighborhoods with High and Very High Employment and Household Mix often benefit from planning policies that preserve mixed-use zoning, encourage infill development, support neighborhood-serving commercial uses, expand housing choices near employment centers, and improve multimodal transportation connections. Maintaining this balance allows neighborhoods to remain active throughout the day while supporting local businesses and reducing regional commuting demands.

Neighborhoods with Low or Very Low Employment and Household Mix may benefit from policies that gradually introduce complementary land uses. Residential neighborhoods can become more walkable by allowing neighborhood-scale commercial development, offices, civic facilities, and services, while employment centers can improve accessibility by incorporating housing opportunities. However, planners should recognize that certain specialized districts—including airports, ports, industrial parks, military installations, universities, and regional parks—serve unique functions that naturally produce lower jobs-housing balance and should not necessarily be viewed as planning deficiencies.

Employment and Household Mix should always be interpreted alongside street connectivity, transit accessibility, and employment diversity to provide a comprehensive understanding of neighborhood walkability.

Understanding Neighborhood Walkability

Employment and Household Mix contributes to neighborhood walkability by measuring how closely residential development and employment opportunities occur together. When neighborhoods provide both places to live and places to work, residents often have shorter travel distances and greater opportunities to complete multiple daily activities without relying exclusively on automobiles.

Unlike municipal averages, neighborhood-level analysis reveals substantial variation within cities. One neighborhood may consist almost entirely of housing, while another may function primarily as an office district or industrial center. Mixed-use neighborhoods that successfully integrate residential development with employment opportunities generally support more continuous pedestrian activity throughout the day because people live, work, shop, dine, and access services within the same area.

High Employment and Household Mix generally supports:

• Shorter commuting distances.
• Greater opportunities for walking and bicycling.
• Higher transit ridership.
• More active streets throughout the day.
• Stronger neighborhood business districts.

However, Employment and Household Mix alone does not guarantee walkability. A neighborhood with a balanced mix of jobs and housing may still experience poor pedestrian conditions if sidewalks are incomplete, streets prioritize high-speed traffic, intersections are widely spaced, or transit service is limited. Likewise, predominantly residential neighborhoods may still provide excellent pedestrian environments when supported by connected street networks, parks, schools, and neighborhood commercial centers. Consequently, Employment and Household Mix should be interpreted alongside the other components of the National Walkability Index.

Geographic Patterns in Neighborhood Walkability

Neighborhood Employment and Household Mix follows recognizable spatial patterns across American cities. The highest scores are typically concentrated within downtown business districts, mixed-use urban centers, transit-oriented developments, historic commercial neighborhoods, university districts, and redeveloping waterfronts, where housing and employment occur in close proximity. Examples within this dataset include Strip District (Pittsburgh), South Side Flats (Pittsburgh), Civic Center (Denver), Downtown East (Minneapolis), North Loop (Minneapolis), Dogpatch (San Francisco), Fisherman’s Wharf (San Francisco), and Old Town San Diego, all of which demonstrate strong integration between residential and employment uses.

Lower scores frequently occur in single-purpose residential subdivisions, industrial districts, airports, military facilities, large parks, reservoirs, and open space, where either employment or housing overwhelmingly dominates. Examples include Chatsworth Reservoir (Los Angeles), Harbor Islands (Boston), Arlington Heights (Pittsburgh), New Homestead (Pittsburgh), Golden Gate Park (San Francisco), and Dells District (Dallas), illustrating how specialized land uses naturally produce lower Employment and Household Mix scores.

Perhaps the most significant geographic finding is the considerable variation within municipalities. Even cities recognized for walkability contain neighborhoods ranging from highly balanced mixed-use districts to areas dominated almost entirely by residential or employment uses. This reinforces the value of neighborhood-scale analysis for identifying where planning interventions may improve jobs-housing balance.

Overall Pattern

The Employment and Household Mix dataset demonstrates that the relationship between jobs and housing varies considerably across neighborhoods. Rather than being evenly distributed throughout cities, balanced jobs-housing environments tend to cluster within compact mixed-use districts where residential development, employment opportunities, commercial activity, civic institutions, and public services occur together.

Across the United States, neighborhoods with the highest Employment and Household Mix scores consistently function as complete communities that support multiple daily activities within relatively short distances. These neighborhoods typically experience pedestrian activity throughout both daytime and evening hours because housing and employment complement one another. Conversely, neighborhoods with lower scores are generally characterized by specialized land uses or single-purpose development patterns that require longer trips between home, work, shopping, and services.

The most important conclusion is that Employment and Household Mix measures the balance between where people live and where economic activity occurs, rather than simply the amount of housing or employment within a neighborhood. When combined with intersection density, transit accessibility, and employment diversity, this variable provides planners with valuable insight into neighborhood accessibility, transportation choice, and long-term community sustainability.